SAP Data Migration

Extract, transform, validate, load, and reconcile SAP data across migration projects. No ABAP development required.

SAP data migration projects, whether moving from SAP ECC to SAP S/4HANA, consolidating SAP systems, or migrating master and transactional data between SAP environments, require fast, reliable access to SAP data at scale. DVW Analytics products provide the SAP read, write, and reconciliation capabilities that migration teams need, without requiring ABAP development.

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This demo shows SAP migration reconciliation using the DVW Alteryx Connector for SAP. The DVW KNIME Connector for SAP and DVW Flow Tool support equivalent migration extraction and reconciliation workflows. See all products below.

DVW Analytics products connect directly to SAP using standard SAP APIs, respecting existing SAP authorisations and in most cases requiring no additional installation on SAP. Data can be extracted from any SAP source including tables, T-codes, BAPIs, OData services, and SAP BW, transformed and validated outside SAP, and written back to SAP target systems using SAP BAPI, IDoc, or OData. This covers the full migration data lifecycle: extraction from the source system, preparation and validation in an analytics platform, reconciliation between source and target, and load to the target system.

Key capabilities

Data extraction from SAP source systems

• Extract data from SAP ECC, SAP S/4HANA, SAP BW, SAP BW/4HANA, SAP Analytics Cloud, and more
• Read SAP Tables, T-Codes and ABAP Reports, SAP Queries, SAP BAPIs, SAP OData services, SAP BW Queries and InfoProviders, SAP HANA Views, and more
• Support for 25+ SAP Industry Solutions including SAP Oil & Gas, SAP Utilities, SAP Telecommunications and SAP Retail
• Delta load support for incremental extraction during migration runs
• Multiple SAP systems in a single workflow: extract from source ECC and target S/4HANA in the same process

Data transformation and validation

• Over 100 built-in transformation and cleansing operations available in DVW Flow Tool
• Apply consistent data preparation rules, field mapping, and validation logic before load
• Join and reconcile data from SAP and non-SAP sources in a single workflow
• AI-based data cleansing available in DVW Flow Tool, including address validation for master data migration
• Preview and validate output before loading to the SAP target system

Reconciliation between source and target

• Extract equivalent data sets from both source SAP ECC and target SAP S/4HANA systems simultaneously
• Reconcile record counts, field values, and aggregated totals between systems
• Generate audit-ready reconciliation outputs in Excel, PDF, or dashboard format
• Automate reconciliation workflows for repeatable execution across migration sprints
• KPI dashboards for migration readiness tracking across teams and workstreams

Data load to SAP target systems

• Write data to SAP S/4HANA and SAP ECC using SAP BAPIs and RFC-enabled Function Modules (Add-On)
• Load master data and transactional data using SAP IDoc technology (Add-On)
• Write to SAP S/4HANA Cloud via SAP OData services (Add-On)
• Write confirmations and status back to the source system for reconciliation and audit

Automation and scheduling

• Schedule migration extraction and reconciliation workflows with DVW Flow Tool Server
• Run unattended migration workflows for large-volume, repeatable extraction runs
• Trigger workflows from external systems or run on a defined schedule

SAP ECC to SAP S/4HANA migration

The migration from SAP ECC to SAP S/4HANA is the most common and most complex SAP migration project underway across the SAP customer base. DVW Analytics products are used by migration teams to support the full data workstream of an ECC to S/4HANA programme.

Typical use cases on an ECC to S/4HANA migration programme include:

• Extracting master data (materials, customers, vendors, cost centres, profit centres) from SAP ECC for validation and cleansing before load to S/4HANA
• Extracting open items and transactional data from SAP ECC financial and logistics modules for migration
• Reconciling extracted ECC data against S/4HANA after load to confirm completeness and accuracy
• Extracting custom table data and Z-table content from SAP ECC for assessment and migration
• Automating the reconciliation of cutover data volumes across multiple migration runs
• Generating sign-off ready reconciliation reports for business and audit stakeholders

The DVW Alteryx Connector for SAP has a dedicated migration reconciliation demo showing end-to-end automation of the reconciliation process across SAP ECC and SAP S/4HANA. See the Demos section below.

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DVW Analytics products for SAP Data Migration

DVW Alteryx Connector for SAP

The primary DVW product for migration reconciliation workstreams. Installed as an Alteryx plug-in, it provides direct read and write access to SAP ECC, S/4HANA, BW, and HANA. Supports the full range of SAP read sources and write-back using BAPI, IDoc, OData and SAP BW write Add-Ons.

DVW Alteryx Connector for SAP | Demos | Pricing

DVW KNIME Connector for SAP

Read and write SAP data directly within KNIME Analytics Platform and KNIME Hub. Suitable for migration teams using KNIME for data science and analytics workflows. Supports extraction from SAP ECC and S/4HANA tables, T-codes, BW, and HANA.

DVW KNIME Connector for SAP | Demos | Pricing

DVW Dataiku Connector for SAP

Integrates SAP data into Dataiku projects for advanced analytics and data science. Read and write SAP data within Dataiku workflows.

DVW Dataiku Connector for SAP | Demos | Pricing

DVW Flow Tool

A standalone orchestration platform that connects to multiple SAP systems in a single workflow. Particularly well suited to large-volume migration extraction runs and scenarios where SAP data needs to be delivered to a staging platform such as Microsoft Fabric, Databricks, Snowflake, or Azure Data Lake as part of the migration process. Flow Tool Server supports scheduled, unattended migration runs. BAPI, IDoc, and OData write Add-Ons are available for load to SAP target systems.

DVW Flow Tool | Demos | Pricing

Relevant demos

How to Automate SAP Data Migration Reconciliation with Alteryx and DVW Analytics

Demonstrates end-to-end automation of the SAP migration reconciliation process. Covers reading from SAP ECC and S/4HANA simultaneously, instant reconciliation of SAP tables, automated reporting, owner notifications, and KPI dashboards for migration readiness.

Watch DVW Alteryx Connector for SAP Demos

SAP Asset and Liability Reconciliation using Alteryx and DVW Analytics

Shows how to pull asset and liability data from SAP using T-codes, preserving SAP's inbuilt business logic, and reconcile against an external validation source, and output audit-ready results. Directly applicable to balance sheet data validation during an ECC to S/4HANA migration.

Watch DVW Alteryx Connector for SAP Demos

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